1080 search results - page 162 / 216 » Hedging predictions in machine learning |
147
click to vote
JMLR
2006
15 years 4 months ago
2006
We describe the use of machine learning and data mining to detect and classify malicious executables as they appear in the wild. We gathered 1,971 benign and 1,651 malicious execu...
120
click to vote
KDD
2009
ACM
16 years 5 months ago
2009
ACM
In this study, we formalize a multi-focal learning problem, where training data are partitioned into several different focal groups and the prediction model will be learned within...
136
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Kernelizing partial least squares (PLS), an algorithm which has been particularly popular in chemometrics, leads to kernel PLS which has several interesting properties, including ...
149
click to vote
ICML
2004
IEEE
16 years 5 months ago
2004
IEEE
This paper addresses the problem of constructing good action selection policies for agents acting in partially observable environments, a class of problems generally known as Part...
113
click to vote
DAGM
2009
Springer
15 years 11 months ago
2009
Springer
Reconstructing a person’s face from its skeletal remains is a task that has over many decades fascinated artist and scientist alike. In this paper we treat facial reconstruction ...